System and Method for Model Creation in an Organizational Environment

Abstract

A system and method are presented for the assessment of skills in an organizational environment. Intelligent processing of information presented through various types of media is performed to provide users with more accurate matches of desired information. Relevant information may be obtained based on keyword searches over various media types. This information is cleaned for model creation activities to provide the desired information to a user regarding skill sets. Desired information may comprise data regarding the frequency of keywords in relation to the keyword search and how these keywords pertain to skills and other requirements. Models are constructed from the information, which are then analytically used for various purposes in the organizational environment.

1 . A method for processing raw information in a plurality of profiles, based on search criteria, for model creation in a system comprising a database operatively coupled to at least an automatic indexer, a data processor, a data analyzer, and an engine, the method comprising:
 a. retrieving the raw information, by the automatic indexer from web pages, from a plurality of profiles contained in the web pages and storing the raw information in the database;   b. retrieving the raw information from the database and processing, by the data processor, the raw information into a format for storage in the database;   c. storing, by the data processor, the processed information in the database;   d. executing, by the automatic indexer, a query and loading all processed information related to the query;   e. processing, by the data analyzer, the processed information in the database to determine statistical information, wherein said statistical information is associated with individual profiles from the plurality of profiles; and   f. creating, by the engine, models from the processed information in the database.   
     
     
         2 . The method of  claim 1 , wherein the raw information comprises job description information from profiles of job sites. 
     
     
         3 . The method of  claim 1 , wherein the retrieving is performed based on searches comprising one or more of: keywords, job titles, search strings, category, and location. 
     
     
         4 . The method of  claim 1 , wherein the statistical information comprises at least one of hard skills in relation to frequency of words found in profiles and soft skills in relation to frequency of words found in profiles. 
     
     
         5 . The method of  claim 1 , wherein processing further comprises rendering original job postings from job posting sites for content verification. 
     
     
         6 . The method of  claim 1 , wherein processing further comprises creating profiles of the job site. 
     
     
         7 . The method of  claim 6 , wherein the created profiles of the job sites are targeted for particular posting job sites. 
     
     
         8 . The method of  claim 1 , wherein processing further comprises managing updates to profiles of job sites. 
     
     
         9 . The method of  claim 1 , wherein the models are generated by one or more of: job title, job category, and job description. 
     
     
         10 . The method of  claim 1 , wherein the model is generated based upon provided resumes. 
     
     
         11 . The method of  claim 1 , wherein the processing is based upon geolocation analytics. 
     
     
         12 . The method of  claim 11 , wherein the geolocation analytics comprise locations of individuals seeking jobs. 
     
     
         13 . The method of  claim 12 , wherein the geolocation analytics comprise locations of companies seeking individuals. 
     
     
         14 . The method of  claim 1 , wherein the processing is based upon trending technologies. 
     
     
         15 . The method of  claim 1 , wherein the automatic indexer comprises a web crawler. 
     
     
         16 . The method of  claim 1 , wherein the automatic indexer comprises a human designated data operation from a specific designated web-url. 
     
     
         17 . A method for processing raw information in a plurality of profiles, based on search criteria, for updating models in a system comprising a database operatively coupled to at least an automatic indexer, a data processor, a data analyzer, and an engine, the method comprising:
 a. retrieving the raw information, by the automatic indexer from web pages, from a plurality of profiles contained in the web pages and storing the raw information in the database;   b. retrieving the raw information from the database and processing, by the data processor, the raw information into a format for storage in the database;   c. storing, by the data processor, the processed information in the database;   d. executing, by the automatic indexer, a query and loading all processed information related to the query;   e. processing, by the data analyzer, the processed information in the database to determine statistical information, wherein said statistical information is associated with individual profiles from the plurality of profiles; and   f. updating, by the engine, models from the processed information in the database and storing the models for later use.   
     
     
         18 . The method of  claim 17 , wherein the raw information comprises job description information from profiles of job sites. 
     
     
         19 . The method of  claim 17 , wherein the retrieving is performed based on searches comprising one or more of: keywords, job titles, search strings, category, and location. 
     
     
         20 . The method of  claim 17 , wherein the statistical information comprises at least one of hard skills in relation to frequency of words found in profiles and soft skills in relation to frequency of words found in profiles. 
     
     
         21 . The method of  claim 17 , wherein processing further comprises rendering original job postings from job posting sites for content verification. 
     
     
         22 . The method of  claim 17 , wherein processing further comprises creating profiles of the job site. 
     
     
         23 . The method of  claim 22 , wherein the created profiles of the job sites are targeted for particular posting job sites. 
     
     
         24 . The method of  claim 17 , wherein processing further comprises managing updates to profiles of job sites. 
     
     
         25 . The method of  claim 17 , wherein the models have been generated by one or more of: job title, job category, and job description. 
     
     
         26 . The method of  claim 17 , wherein the model has been generated based upon provided resumes. 
     
     
         27 . The method of  claim 17 , wherein the processing is based upon geolocation analytics. 
     
     
         28 . The method of  claim 27 , wherein the geolocation analytics comprise locations of individuals seeking jobs. 
     
     
         29 . The method of  claim 27 , wherein the geolocation analytics comprise locations of companies seeking individuals. 
     
     
         30 . The method of  claim 17 , wherein the processing is based upon trending technologies. 
     
     
         31 . The method of  claim 17 , wherein the automatic indexer comprises a web crawler. 
     
     
         32 . The method of  claim 17 , wherein the automatic indexer comprises a human designated data operation from a specific designated web-url. 
     
     
         33 . A system for processing raw information in a plurality of profiles for model creation comprising:
 a. a means capable of retrieving information from a plurality of profiles based on searches of one or more of: keywords, skill sets, job types, and job titles;   b. a means which cleans the retrieved information and is operatively coupled to the means capable of retrieving information; and   c. a means which processes the clean information to create the model and is operatively coupled to the means which cleans.   
     
     
         34 . The system of  claim 33 , wherein the means capable of retrieving information comprises a web crawler. 
     
     
         35 . The system of  claim 33 , wherein the model comprises statistical information on one or more of: keywords, job titles, search strings, category, and location. 
     
     
         36 . The system of  claim 33 , wherein the means which processes comprises an analyzer. 
     
     
         37 . The system of  claim 33  further comprising an engine, wherein the skills engine is capable of providing statistical information regarding skills associated with a particular profile.